| Home / Publications |
2009 |
40 |
 |
"Advances in Music Information Retrieval"', Z.W. Ras and A.
Wieczorkowska (Eds.), in Studies in Computational Intelligence, Springer, 2009,
will appear |
39 |
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"'On Search for Emotion in Hindusthani Vocal music",
A. Wieczorkowska, A. Datta, R. Sengupta, N. Dey, B. Mukherjee, in 'Advances in
Intelligent Information Systems', Z.W. Ras and L.-S. Tsay (Eds), Studies in
Computational Intelligence, Springer, 2009, will appear |
38 |
|
"'Multiple classifiers for different features in timbre estimation",
W. Jiang , X. Zhang, A. Cohen, Z.W. Ras, in 'Advances in Intelligent Information
Systems', Z.W. Ras and L.-S. Tsay (Eds), Studies in Computational Intelligence,
Springer, 2009, will appear, |
37 |
|
"'Music Instrument Estimation in Polyphonic Sound Based on Short-Term Spectrum Match",
W. Jiang, A. Wieczorkowska, Z.W. Ras, in 'Data Mining: Theoretical Foundations
and Applications', A.-E. Hassanien, A. Abraham, A. de Carvalho (Eds.), Studies
in Computational Intelligence, Springer, 2009, will appear |
36 |
|
"'Cascade Classifiers for Hierarchical Decision Systems",
Z.W. Ras, A. Dardzinska, W. Jiang, in 'Advances in machine Learning', Studies in
Computational Intelligence, J. Koronacki et al (Eds), Springer, 2009, will
appear |
2008 |
35 |
|
"'Mining for Scalar Representations of Emotions in Music Databases',",
R. Lewis, Ph.D. Thesis, UNC-Charlotte, 2008, |
34 |
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"'Action Rules Discovery without pre-existing classification rules",
Z.W. Ras, A. Dardzinska, in Proceedings of RSCTC 2008 Conference, in Akron,
Ohio, LNAI 5306, Springer, 2008, 181-190 |
33 |
|
"''Hierarchical Tree for Dissemination of Polyphonic Noise",
R. Lewis, W. Jiang, A. Cohen, Z.W. Ras, in Proceedings of RSCTC 2008 Conference,
in Akron, Ohio, LNAI 5306, Springer, 2008, 448-456 |
32 |
|
"'Harmonic Blind Sound Source Isolation Enhanced by
Spectrum Clustering", X. Zhang, W. Jiang, Z.W. Ras, IEEE/ICDM Workshop
on Mining Complex Data (MCD 2008), Pisa, Italy, ICDM Workshops Proceedings, IEEE
Computer Society, 2008, 310-319 |
31 |
|
"Training of Classifiers for the Recognition of a Musical Instrument Dominating in the Same-Pitch Mix",
A. Wieczorkowska, E. Kolczynska, Z.W. Ras, in 'New Challenges in Applied
Intelligence Technologies', Studies in Computational Intelligence, Springer,
Vol. 134, 2008, 213-222 |
30 |
|
“Identification of Dominating Instrument in Mixes of Sounds of the Same Pitch”, A. Wieczorkowska, E. Kolczynska, Proceedings of ISMIS'08, A. An et al. (Eds.), Toronto, Canada, LNAI, Springer, 2008, will appear |
29 |
|
"Mining scalar representations in a non-tagged music database", R. Lewis, W. Jiang, Z.W. Ras, in "Foundations of Intelligent Systems", Proceedings of ISMIS'08, A. An et al. (Eds.), Toronto, Canada, LNAI, Springer, 2008, will appear [http://www.cs.uncc.edu/~ras/mir/Rory-Ras-ISMIS-08.pdf] |
28 |
|
"Quality of Musical Instrument Sound Identification for Various Levels of Accompanying Sounds", A. Wieczorkowska, E. Kolczynska, in "Mining Complex Data", Post-Proceedings of 2007 ECML/PKDD Third International Workshop (MCD 2007), LNAI, Vol. 4944, Springer, 2008 |
27 |
|
"ARAS: Action Rules discovery based on Agglomerative Strategy", Z.W. Ras,E. Wyrzykowska, H. Wasyluk, in "Mining Complex Data", Post-Proceedings of 2007 ECML/PKDD Third International Workshop (MCD 2007), LNAI, Vol. 4944, Springer, 2008, 196-208 |
26 |
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"Automatic Music Timbre Indexing", X. Zhang, Z.W. Ras, in "Encyclopedia of Data Warehousing and Mining - 2nd Edition", John Wang (Ed.), Idea Group, Inc, 2008, will appear |
25 |
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"Action rule extraction from a decision table: ARED", S. Im, Z.W. Ras, in "Foundations of Intelligent Systems", Proceedings of ISMIS'08, A. An et al. (Eds.), Toronto, Canada,LNAI, Springer, 2008, will appear |
2007 |
24 |
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“Cooperative Music Retrieval based on Automatic Indexing of Music by Instruments and their Types”, X. Zhang, Ph.D. Thesis, UNC-Charlotte, 2007 |
23 |
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"Constraint Based Action Rule Discovery with Single Classification Rules", A. Tzacheva, Z.W. Ras, in "Proceedings of the Joint Rough Sets Symposium (JRS07)", May 14-16, 2007, in Toronto, Canada, LNAI, Vol. 4482, Springer, 322-329 |
22 |
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"MIRAI: Multi-hierarchical Music Automatic Indexing and Retrieval System", (Invited Paper), Z.W. Ras, X. Zhang, in Proceedings of the Conference on Technologies for Data Processing (KKNTPD'07), September 24-26, 2007, Poznan Univ. of Technology, Poland, 11-22 |
21 |
|
"Discriminant Feature Analysis for Music Timbre Recognition and Automatic Indexing", X. Zhang, Z.W. Ras, A. Dardzinska, in "Mining Complex Data", Post-Proceedings of 2007 ECML/PKDD Third International Workshop (MCD 2007), LNAI, Vol. 4944, Springer, 2008, 104-115 |
20 |
|
"Cooperative Answering of Queries based on Hierarchical Decision Attributes", Z.W. Ras, A. Dardzinska, X. Zhang, in CAMES Journal, Polish Academy of Sciences, Institute of Fundamental Technological Research, Vol. 14, No. 4, 2007, 729–736 |
19 |
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"Knowledge Discovery Based Identification of Musical Pitches and Instruments in Polyphonic Sounds", Lewis, R., Zhang, X., Ras, Z.W., in the Special Issue on “Soft Computing Applications”, Journal of Engineering Applications of Artificial Intelligence, Elsevier, Vol. 20, No. 5, 2007, 637-645 |
18 |
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"Extended Action Rule Discovery Based on Single Classification Rules and Reducts", Z.W. Ras, E. Wyrzykowska, in "Rough Computing: Theories, Technologies and Applications", A.E. Hassanien, Z. Suraj, D. Slezak, P. Lingras (Eds.), IGI Global, 2007, 175-184 |
17 |
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"Empirical Classification for Musical Information" Lewis, R., Wieczorkowska, A, in "Proceedings of RSEISP 2007", June 28-30, 2007, in Warsaw, Poland, LNAI, Springer. |
16 |
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"MIRAI: Multi-hierarchical, FS-tree based Music Information Retrieval System," (Invited Paper), Z.W. Ras, X. Zhang, Lewis, R., in "Proceedings of RSEISP 2007", M. Kryszkiewicz et al. (Eds), LNAI, Vol. 4585, Springer, 80-89 |
15 |
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"Maximum Likelihood Study for Sound Pattern Separation and Recognition," X. Zhang, K. Marasek, Z.W. Ras, "Proceedings of the International Conference on Multimedia and Ubiquitous Engineering (MUE 2007)", IEEE Computer Society, April 26-28, 2007, in Seoul, South Korea, 807-812 |
14 |
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"Analysis of Sound Features for Music Timbre Recognition,"(Invited Paper), X. Zhang, Z.W. Ras, "Proceedings of the International Conference on Multimedia and Ubiquitous Engineering (MUE 2007)", IEEE Computer Society, April 26-28, 2007, in Seoul, South Korea, 3-8 |
13 |
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"Sound Isolation by Harmonic Peak Partition For Music Instrument
Recognition," X. Zhang, Z.W. Ras, in the Special Issue on Knowledge Discovery, Fundamenta Informaticae Journal, IOS Press, Vol. 78, No. 4, 2007, 613-628 |
12 |
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"Rules for Processing and Manipulating Scalar Music Theory.",
R. Lewis, Z.W. Ras, "Proceedings of the International Conference on Multimedia and Ubiquitous Engineering (MUE 2007)", IEEE Computer Society, April 26-28, 2007, in Seoul, South Korea, 819-824 |
11 |
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"Multi-way Hierarchic Classification of Musical Instrument Sounds,"A. Wieczorkowska, Z.W. Ras, X. Zhang, R. Lewis, in "Proceedings of the International Conference on Multimedia and Ubiquitous Engineering (MUE 2007)", IEEE Computer Society, April 26-28, 2007, in Seoul, South Korea, 897-902 |
| 2006 |
10 |
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“Quality Assessment of k-NN Multi-label Classification for Music Data”, A. Wieczorkowska, P. Synak, in "Foundations of Intelligent Systems", Proceedings of ISMIS'06, F. Esposito et al. (Eds.), Bari, Italy, LNAI, No. 4203, Springer, 2006, 389-398 |
9 |
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"Cooperative discovery of interesting action rules", A. Dardzinska, Z.W. Ras, in the Proceedings of FQAS 2006 Conference, Milano, Italy, (Eds. H.L. Larsen et al.), Springer, LNAI 4027, 2006, 489-497 |
8 |
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"Blind Signal Separation of Similar Pitches and Instruments in a Noisy Polyphonic Domain," R. Lewis, X. Zhang, Z.W. Ras, in "Foundations of Intelligent Systems", Proceedings of ISMIS'06, F. Esposito et al. (Eds.), 228-237 Bari, Italy, LNAI, No. 4203, Springer, 2006. |
7 |
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"Action Rules Discovery, a new simplified strategy ," Z. Ras, A. Dardzinska, in "Foundations of Intelligent Systems", Proceedings of ISMIS'06, F. Esposito et al. (Eds.), Bari, Italy, LNAI, No. 4203, 445-453, Springer, 2006. |
6 |
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"Differentiated Harmonic Feature Analysis on Music Information Retrieval For Instrument Recognition,"X. Zhang, Z. Ras, in Proceedings of IEEE International Conference on Granular Computing (IEEE GrC 2006), May 10-12, 2006, Atlanta, Georgia, 578-581. |
5 |
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“Knowledge Discovery Based Identification of Musical Pitches and Instruments in Polyphonic Sounds,” Lewis, R., Zhang, X., Ras, Z.W., International Journal of Engineering Applications of Artificial Intelligence, Elsevier, 2006. |
4 |
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"Multi-label classification of emotions in music,"A. Wieczorkowska, P. Synak, Z. Ras, in "Intelligent Information Processing and Web Mining", Advances in Soft Computing, Proceedings of IIS 2006 Symposium, Ustron, Poland, Springer, Vol. 35, 2006, 307-315. |
| 2005 |
3 |
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"Creating Reliable Database for Experiments on Extracting Emotions from Music," A. Wieczorkowska, P. Synak, R.A. Lewis, Z.W. Ras, in Intelligent Information Processing and Web Mining, Advances in Soft Computing, Proceedings of the IIS'2005 Symposium,395-404, Gdansk, Poland, Springer, 2005. |
2. |
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"Extracting Emotions from Music Data," A. Wieczorkowska, P. Synak, R. Lewis, Z.W. Ras, in "Foundations of Intelligent Systems", Proceedings of ISMIS'05, M.-S. Hacid et al. (Eds.), Saratoga Springs, New York, LNAI, No. 3488, 456-465, Springer, 2005, |
1 |
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"Some Issues on Detecting Emotions in Music,"
in: D. Ślęzak, J. Yao, J. F. Peters, W. Ziarko, X. Hu (Eds.), "Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing", 10th International Conference, RSFDGrC 2005, Proceedings, Part II. LNAI 3642, Springer, 314-322, Regina, Canada, August/September 2005. |
Other Papers |
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Rory Lewis: PhD Qualification Examination Paper |
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Rory Lewis: Pentatonic Harmonics in Fourier Transforms: Why the Blues are Blue |
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